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With over a thousand tools in this space, the differences that matter most are style specialization, resolution, speed, and commercial rights. General-purpose generators handle a wide variety of prompts but may not excel in any single aesthetic. Niche tools, such as those focused on anime, product photography, or architectural visuals, tend to produce more consistent results within their domain. Many platforms are built on the same underlying models, so the real differentiator is often the interface, prompt guidance, inpainting capabilities, and how much post-generation editing is possible. Free tiers almost universally apply watermarks or generation limits; paid plans typically unlock higher resolution and commercial licensing. For professional use, read the terms carefully, some platforms retain rights to generated images or restrict commercial redistribution. API access is available on many platforms, making batch generation practical for product teams. Starting with a free trial across two or three tools before committing to a paid plan is usually the most efficient way to find a match for your style and workflow.